We present an improved version of the Inverted Perturbation Approach (IPA) method for construction of potential energy curves of 1(Sigma) and 1II stats of diatomic molecules directly from the experimental data. Using the constructed IPA potential one can reproduce the experimental energy levels within the given accuracy of measurement. We describe application of the method to a case of double minimum potential where the traditional RKR method fails.